Kos1976/2-flowers-50-commercial

Botanical Photo Dataset — 50 Plant, Flower, Berry & Leaf Images

📋 Description

Curated collection of 50 high-resolution photographs documenting diverse botanical subjects — vibrant wildflowers, delicate orchids, berries, leaves, conifer branches, succulents, seedlings, and seasonal foliage. Each image captures authentic plant life in natural and garden settings across different seasons and lighting conditions.

Every image includes comprehensive CSV metadata with 13 classification fields optimized for machine learning pipelines, generative AI training, and computer vision benchmarks.

What makes this dataset unique

• Authenticity: All photographs shot on-location in natural and garden settings — no synthetic generation
• Diversity: 12 distinct plant types including wildflowers, orchids, trees, daisies, marigolds, succulents, lilies, herbs, shrubs, berries, grasses, and carnations
• Subject variety: Flowers (35), leaves/foliage (13), stems (2)
• Seasonal coverage: Spring blooms (41), autumn foliage (3), summer wildflowers (3), winter frost scenes (2), unknown (1)
• Life stage variety: Full bloom (32), unknown (10), dormant/winter state (4), buds (2), mature fruit (1), seedlings (1)
• Rich metadata: ~42 descriptive keywords per image + structured classification fields
• No missing data: All 13 metadata fields are fully populated for every image

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📊 Dataset Statistics

Metric	Value
Total images	50
Primary categories	Flower (35), Leaf (13), Stem (2)
Plant types	Daisy (10), Tree (9), Wildflower (8), Shrub (7), Marigold (5), Orchid (4), Unknown (2), Lily (1), Herb (1), Grass (1), Carnation (1), Cactus/Succulent (1)
Life stages	Bloom (32), Unknown (10), Dormant (4), Bud (2), Mature (1), Seedling (1)
Habitats	Garden (49), Wild (1)
Seasons	Spring (41), Autumn (3), Summer (3), Winter (2), Unknown (1)
Lighting	Sunlight (32), Natural (14), Overcast (2), Artificial (1), Golden Hour (1)
Mood	Vibrant (34), Serene (12), Romantic (3), Fresh (1)
Composition	Macro (49), Landscape (1)
Color palette	Brown (50), Green (44), Yellow (24), Red (11), White (10), Blue (8), Orange (8), Pink (6), Purple (6), Gray (1)
Keywords per image	~42 average (range: 40–44)
Description length	~284 characters average (range: 257–334)
Title length	~29 characters average (range: 20–38)
Format	JPEG (.jpg)
Metadata	Structured CSV with 15 fields

Detailed Color Distribution

Color	Frequency
Brown	50
Green	44
Yellow	24
Red	11
White	10
Blue	8
Orange	8
Pink	6
Purple	6
Gray	1

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🏷️ Metadata Schema

Each image is accompanied by detailed metadata in photos_metadata.csv:

Field	Description	Example Values
filename	Image file name	_MG (1).jpg · _MG (25).jpg
title	Commercial descriptive title (20–38 chars)	"Vibrant Field of Calendula Flowers" · "Frosted Pine Needles in Winter"
description	1–2 sentence narrative context (257–334 chars)	"A lush field of Calendula flowers in full bloom, displaying vibrant orange and yellow petals..."
keywords	40–44 comma-separated tags	calendula, marigold, orange_flowers, yellow_flowers, wildflowers, full_bloom...
category	Subject classification	flower · leaf · stem
plant_type	Botanical type	marigold · orchid · tree · daisy · wildflower · cactus · shrub · lily · herb · grass · carnation · unknown
life_stage	Growth phase	bloom · bud · seedling · dormant · mature · unknown
habitat	Growing environment	garden · wild
color	Dominant color palette (comma-separated)	orange, yellow, green, brown · red, green, blue, white, brown
season	Time of year	spring · summer · autumn · winter · unknown
lighting	Light conditions	sunlight · natural · overcast · artificial · golden_hour
mood	Emotional tone	vibrant · serene · romantic · fresh
composition	Photographic style	macro · landscape
author	Photographer	Konstantin Anikin
copyright	Rights holder	© 2026 Konstantin Anikin

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🎯 Recommended Use Cases

🌸 Generative AI & Diffusion Models

• Floral and botanical image generation — training data for plant, flower, berry, and leaf synthesis models
• Seasonal scene generation — spring blooms, winter frost, autumn foliage, summer wildflowers
• Macro photography style transfer — realistic depth-of-field and natural lighting patterns
• Color palette extraction — natural flower, berry, and plant color harmonies for design AI

🔬 Computer Vision Benchmarks

• Plant species identification — multi-class classification across 12+ plant types
• Flower and berry detection — object detection and localization in natural settings
• Life stage classification — bloom vs. bud vs. dormant vs. mature fruit vs. seedling state prediction
• Color analysis — dominant color extraction and seasonal palette mapping
• Multi-label classification — category, plant type, season, and mood prediction

🌿 Botanical Research & Education

• Plant morphology studies — detailed macro captures of petals, leaves, stems, buds, and berries
• Pollination ecology — bee and insect interactions with flowering plants
• Seasonal change documentation — growth stages from seedling to bloom to dormancy to fruiting
• Horticultural reference — garden plant identification and care guides
• Berry and fruit identification — currants, gooseberries, serviceberries, barberry

🎨 Design & Creative Applications

• Floral pattern and textile design — natural flower forms and color combinations
• Botanical illustration reference — accurate plant structures for artists
• Interior and garden design AI — plant visualization for landscaping projects
• Stock photography — curated nature and botanical editorial content

🧬 Agricultural & Environmental AI

• Crop health monitoring — leaf and plant condition assessment
• Biodiversity tracking — wildflower and native plant identification
• Climate impact studies — seasonal bloom timing and plant adaptation
• Fruit ripeness detection — berry color and maturity classification

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🖼️ Sample Images

Title	Category	Plant Type	Life Stage	Season	Habitat	Mood	Lighting
Vibrant Field of Calendula Flowers	Flower	Marigold	Bloom	Spring	Garden	Vibrant	Sunlight
Elegant White Orchid Blossom	Flower	Orchid	Bloom	Spring	Garden	Serene	Sunlight
White Blossoms on Tree Branch	Flower	Tree	Bloom	Spring	Garden	Serene	Sunlight
Autumn Maple Leaves Against Blue Sky	Leaf	Tree	Dormant	Autumn	Garden	Vibrant	Sunlight
Close-Up of White Daisies	Flower	Daisy	Bloom	Spring	Garden	Serene	Sunlight
Pink Lupine Flowers with Bee	Flower	Tree	Bloom	Spring	Garden	Vibrant	Natural
Green Currant Berries on Branch	Leaf	Shrub	Unknown	Spring	Garden	Vibrant	Sunlight
Bee on Allium Flower	Flower	Wildflower	Bloom	Spring	Garden	Vibrant	Sunlight
Purple Aster Wildflowers in Bloom	Flower	Daisy	Bloom	Spring	Garden	Vibrant	Natural
Red Currant Berries on Branch	Leaf	Shrub	Unknown	Spring	Garden	Vibrant	Sunlight
Vibrant Orange Lily Flower	Flower	Lily	Bloom	Spring	Garden	Vibrant	Sunlight
Vibrant Lantana Flowers in Bloom	Flower	Shrub	Bloom	Spring	Garden	Vibrant	Sunlight
Green Gooseberries on Branch	Leaf	Shrub	Unknown	Spring	Garden	Vibrant	Sunlight
Vibrant Blue Cornflower in Bloom	Flower	Wildflower	Bloom	Spring	Garden	Vibrant	Natural
Yellow Dill Flowers in Bloom	Flower	Herb	Bloom	Spring	Garden	Vibrant	Natural
Yellow Marigold with Dew Drops	Flower	Marigold	Bloom	Spring	Garden	Vibrant	Sunlight
Vibrant Orange Marigold Flower	Flower	Marigold	Bloom	Spring	Garden	Vibrant	Sunlight
Red Barberry Leaves with Dew	Leaf	Shrub	Unknown	Spring	Garden	Vibrant	Natural
Vibrant Purple Aster Blooms	Flower	Daisy	Bloom	Spring	Garden	Vibrant	Sunlight
Thistle Plants by Tranquil Lake	Flower	Wildflower	Bloom	Summer	Garden	Serene	Sunlight
Vibrant Pink Orchid Blossom	Flower	Orchid	Bloom	Spring	Garden	Vibrant	Sunlight
Lemon Tree with Ripening Fruit	Leaf	Tree	Mature	Spring	Garden	Vibrant	Sunlight
Yellow Mullein Flowers in Bloom	Flower	Tree	Bloom	Spring	Garden	Vibrant	Sunlight
Vibrant Orange Marigold Blossoms	Flower	Marigold	Bloom	Spring	Garden	Vibrant	Sunlight
Vibrant Red Zinnia Flower	Flower	Wildflower	Bloom	Spring	Garden	Vibrant	Sunlight
Pink Aster Flower Close-Up	Flower	Daisy	Bloom	Spring	Garden	Vibrant	Natural
Vibrant Purple Aster Bloom	Flower	Daisy	Bloom	Spring	Garden	Vibrant	Natural
Frosted Pine Needles in Winter	Leaf	Tree	Dormant	Winter	Wild	Serene	Artificial
Frosted Red Berries on Branch	Stem	Tree	Dormant	Winter	Garden	Serene	Sunlight
Vibrant Sunflowers in Bloom	Flower	Daisy	Bloom	Spring	Garden	Vibrant	Sunlight
Daisy with Green Shield Bug	Flower	Daisy	Bloom	Spring	Garden	Vibrant	Natural
White Cherry Blossom in Spring	Flower	Tree	Bloom	Spring	Garden	Serene	Sunlight
Dandelion Seed Head in Meadow	Flower	Wildflower	Unknown	Spring	Garden	Serene	Natural
Blue Chicory Flowers in Meadow	Flower	Grass	Bloom	Spring	Garden	Vibrant	Sunlight
Vibrant Orange Marigold Blossoms	Flower	Marigold	Bloom	Spring	Garden	Vibrant	Sunlight
White Cherry Blossom Branch	Flower	Tree	Bloom	Spring	Garden	Serene	Sunlight
Vibrant Pink Wildflower in Bloom	Flower	Carnation	Bloom	Spring	Garden	Vibrant	Natural
Close-up of White Clover Flower	Flower	Wildflower	Bloom	Spring	Garden	Romantic	Sunlight
Vibrant Red Currant Berries	Leaf	Shrub	Unknown	Spring	Garden	Vibrant	Sunlight
Purple Aster in Bloom	Flower	Daisy	Bud	Spring	Garden	Vibrant	Natural
Vibrant Red Berries on Shrub	Leaf	Daisy	Unknown	Autumn	Garden	Vibrant	Overcast
Vibrant Red Aster Flower	Flower	Daisy	Bloom	Spring	Garden	Vibrant	Sunlight
Close-up of Thistle Buds	Flower	Wildflower	Bud	Summer	Garden	Serene	Golden Hour
Delicate Wildflower Umbels in Sunlight	Flower	Wildflower	Bloom	Summer	Garden	Romantic	Sunlight
Vibrant Pink Phalaenopsis Orchid	Flower	Orchid	Bloom	Spring	Garden	Serene	Overcast
Ripe Serviceberries on Branch	Leaf	Shrub	Dormant	Spring	Garden	Fresh	Sunlight
Jade Plant with Feng Shui Coin	Leaf	Cactus	Unknown	Autumn	Garden	Serene	Natural
Young Seedlings in Seed Tray	Leaf	Unknown	Seedling	Spring	Garden	Vibrant	Natural
Orchid Aerial Roots Close-Up	Stem	Orchid	Unknown	Unknown	Garden	Romantic	Natural
Vibrant Green Foliage in Sunlight	Leaf	Unknown	Unknown	Spring	Garden	Vibrant	Sunlight

(Full previews available in the image files)

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📁 File Structure

botanical-photos-50/
├── _MG (1).jpg
├── _MG (2).jpg
├── _MG (3).jpg
├── _MG (4).jpg
├── _MG (5).jpg
├── _MG (6).jpg
├── _MG (7).jpg
├── _MG (8).jpg
├── _MG (9).jpg
├── _MG (10).jpg
├── _MG (11).jpg
├── _MG (12).jpg
├── _MG (13).jpg
├── _MG (14).jpg
├── _MG (15).jpg
├── _MG (16).jpg
├── _MG (17).jpg
├── _MG (18).jpg
├── _MG (19).jpg
├── _MG (20).jpg
├── _MG (21).jpg
├── _MG (22).jpg
├── _MG (23).jpg
├── _MG (24).jpg
├── _MG (25).jpg
├── _MG (26).jpg
├── _MG (27).jpg
├── _MG (28).jpg
├── _MG (29).jpg
├── _MG (30).jpg
├── _MG (31).jpg
├── _MG (32).jpg
├── _MG (33).jpg
├── _MG (34).jpg
├── _MG (35).jpg
├── _MG (36).jpg
├── _MG (37).jpg
├── _MG (38).jpg
├── _MG (39).jpg
├── _MG (40).jpg
├── _MG (41).jpg
├── _MG (42).jpg
├── _MG (43).jpg
├── _MG (44).jpg
├── _MG (45).jpg
├── _MG (46).jpg
├── _MG (47).jpg
├── _MG (48).jpg
├── _MG (49).jpg
├── _MG (50).jpg
├── photos_metadata.csv    # Full structured metadata for all 50 images
├── README.md              # This file
├── COMMERCIAL_LICENSE.md  # Commercial licensing terms (detailed)
└── LICENSE.txt            # License agreement (summary)

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📜 Licensing

© 2026 Konstantin Anikin. All rights reserved.

This dataset is available under the Apache 2.0 License for open-source and research use. For commercial licensing, bulk usage, or custom dataset requests, please contact the author.

Pricing

License Type	What's Included	Price
Academic / Research / Open Source	Non-commercial use, citation required	Free (Apache 2.0)
Commercial — Startup	1 AI model, up to 100K users	€200
Commercial — Business	Unlimited models, unlimited users	€500
Exclusive	Full ownership, dataset removed from public	€1,500

Custom licensing available upon request. Bulk discounts for 3+ datasets.

📧 Contact: tehnomaster1973@gmail.com
Subject: Commercial License Request — Botanical Photos Dataset

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📝 Citation

If you use this dataset in your research or project, please cite:

@dataset{botanical_photos_2026,
  author       = {Konstantin Anikin},
  title        = {Botanical Photo Dataset — 50 Plant, Flower, Berry and Leaf Images},
  year         = {2026},
  publisher    = {Hugging Face},
  url          = {https://huggingface.co/datasets/},
  keywords     = {botany, flowers, plants, berries, leaves, nature, wildflowers, garden, macro photography, computer vision, generative AI}
}

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👤 Author

Konstantin Anikin — photographer based in Italy

• 🔗 Shutterstock: [https://www.shutterstock.com/g/kos1976]
• 🔗 Amazon KDP: [https://www.amazon.com/author/darkacademia]
• 📸 Contributing photographer on Shutterstock, Adobe Stock, Dreamstime, Depositphotos, 123RF
• 🌿 Specializing in botanical photography, nature documentation, and macro details
• 🤖 Building curated training datasets for generative AI and computer vision

Passionate about documenting the beauty of plant life through authentic, unfiltered photography. This dataset represents hundreds of hours of shooting in gardens, meadows, and natural habitats — capturing everything from delicate orchid petals to frost-covered pine branches and ripe currant berries.

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Changelog

Version	Date	Changes
1.0	2026-06-13	Initial release — 50 botanical images with full metadata

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Keywords for Discovery

botany, flowers, plants, berries, leaves, nature, flora, wildflowers, garden, macro photography, botanical photography, plant identification, ecology, biodiversity, spring blooms, succulents, orchids, conifers, daisies, marigolds, lilies, currants, gooseberries, serviceberries, barberry, thistle, aster, cornflower, chicory, dandelion, clover, lupine, sunflower, cherry blossom, maple, pine, lemon, jade plant, dill, zinnia, carnation, allium, lantana, mullein, pollination, seasonal foliage, horticulture, computer vision dataset, generative AI training, flower recognition, plant classification, berry identification, natural beauty, botanical illustration, floral design, garden design, nature photography, macro, close-up, plant life, blooming, seedlings, dormant, winter frost, autumn leaves

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Last updated: June 2026